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Passionate about Cybersecurity Lover of knowledge

Joined August 2026
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Day 20 of consistent grinding
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Just completed “Database Design” on DataCamp ✅ What I learned: → OLTP vs OLAP, warehouses and data lakes → ER diagrams and data modeling → Normalization (1NF, 2NF, 3NF) → Star and snowflake schemas → Views, roles and partitioning Next up: more SQL and data engineering. 🚀 #DataEngineering #SQL #LearningInPublic
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Falade Favour retweeted
Replying to @Jersda94
Please sue their ass. Nigerians will be Nigerians no matter the uniform
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Week 3 @ccfairfuta SOC Bootcamp project was about RDP Threat Scenario Development. My team and I used Kali Linux as the attacker VM, Windows as the target VM, and Wazuh as the SIEM platform.
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We also created two custom Wazuh detection rules in XML, including a correlation rule built to flag a successful login. After all these we analyzed threat intelligence indicators and we evaluated the strengths and limitations of each detection approach.
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This project made me realize that log collection is not the same as log detection, there is need to write rules that actively look for patterns in logs before a SIEM catches it. #CCFBootcamp #CCFSOCAccelerator #ThreatIntelligence #MITREATTACK #Wazuh #DetectionEngineering
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I put my SQL skills to work on a real-world dataset, exploring how length of stay relates to students’ mental health diagnostic scores. I used aggregate functions, GROUP BY, and ORDER BY to summarize the data. It’s rewarding to apply what I’ve been learning to a practical project. 📊💻 #dataengineering #datacenters #nozeroday
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Attacks do not always follow a step by step or neat sequence, hence they should be mapped based on actual evidence. This week class was all about Threat intelligence, OSINT tools, MITRE ATT&CK framework, IOCs, detection engineering, practical attacks scenario, and custom Wazuh rules. Here are some of the things I learnt during the session: Mitre ATT&CK Framework: I learnt the tactics and techniques used to classify attacker behaviour and objectives. Indicators of Compromise(IOCs): Observable clues that may indicate that a malicious activity has occurred. Detection engineering: I learnt the difference between logs, events, and alerts, and how to write and tune custom rules in Wazuh to minimize false positives and false negatives. Just like every other week, my team and I were given a hands-on project. Stay tuned for my documentation on it. A huge thank you to our instructors and @ccfairfuta for this enlightening session. #CCFBootcamp #CCFSOCAccelerator #ThreatIntelligence #MITREATTACK #Wazuh #DetectionEngineering
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You can only investigate what your logs recorded and your logs only record what it was configured to record. A SIEM platform is only good as the telemetry feeding it. For our Week 2 & 3 @ccfairfuta SOC Bootcamp project, my team and I worked on telemetry evaluation and visibility assessment using Wazuh against Windows and Kali Linux endpoint. During the exercise, we simulated an activity; an admin account executing suspicious PowerShell scripts designed to bypass local security execution policies and establishing persistent background services configured to launch automatically on system boot. We realized that although the activity was suspicious, it was a legitimate and controlled admin lab exercise. While we used default OS logging inside Wazuh, we could only see that something ran, but we lacked the full details especially with the absence of the commandLine arguments in the logs. We observed an enriched telemetry during Wazuh when we deployed Sysmon on Windows endpoint and AuditD on the Linux endpoint. It showed what happened exactly, exact command line execution details, parent-child process relationships, all of which were sufficient enough to explain the incident. It closed the visibility gap completely. I learnt that an SOC analyst must not rely solely on default OS logging, but also on enriched telemetry as it transform vague alerts into defensible evidence. #CCFBootcamp #CCFSOCAccelerator #Wazuh #CyberSecurity
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National Cybersecurity Awareness Month NCSAM IN LOVE (Day 25) Couple’s Edition “Is my babe cyber safe” “Is your babe cyber safe” This is strictly for lovers But if you are single, SORRY, you can play with your friends😂 🤲 More episodes coming up soon!
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Currently learning Intermediate SQL on DataCamp! 🚀 Taking my data engineering journey one step further by building on my SQL fundamentals and improving how I work with databases and data. One step at a time, one query at a time. 📊💻 @parmardarshil07 #SQL #DataEngineering #DataCamp #LearningInPublic
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No one talks about how hard it is to try something repeatedly, only for it not to work This was exactly my experience this week. After installing Wazuh on my ubuntu server, I encountered authentication problems when i wanted to access my dashboard. I decide to try a new method by installing the OVA file so that I could have Wazuh as a virtual machine. Even with that, my web browser did not even show the Wazuh authentication interface. To my surprise, I found out that the issues I had been experiencing were result of inappropriate RAM and storage allocation. #CCFbootcamp #CCFSOCbootcamp #Wazuh #SIEMtools @ccfairfuta
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Another step forward in my Data Engineering journey! 🚀 I just completed the Introduction to SQL and Databases course on DataCamp. Here's what I learned: •Relational databases and how data is structured and organized. •SQL queries and how they're used to retrieve and interact with data. •Different flavors of SQL and how they vary across database systems. One thing I'm beginning to understand is how important SQL is when it comes to working with data, especially in Data Engineering. Still learning, still building, and taking it one step at a time. On to the next! 🚀 #DataEngineering #SQL #DataCamp #LearningInPublic #100DaysOfData
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No telemetry, no visibility. No visibility, no investigation. If you don't have enough data, you would not have enough clues on what to investigate when an incident occurs. This was the core theme of Week 2 at the CCF SOC bootcamp, which focused on building visibility and getting enough telemetry. A few key highlights I learnt from the session: Telemetry: The automated collection of data from different endpoint sources as they operate. SIEM: The importance of these tools in correlating events, centralizing logs, and solving data scaling problems. Wazuh tool: The introduction to Wazuh, an open source SIEM platform for active threat detection. We were also split into Breakout rooms where my team had to discuss telemetry sources for a complex, real world scenario. My team has been assigned our next hands-on project based on this, so stay tuned for my upcoming project documentation. #Cybersecurity #BlueTeam #SOCBootcamp #SIEM #Wazuh
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You cannot determine what is suspicious without deeply understanding what a completely normal activity looks like. Last week, I took a massive step forward in my cybersecurity goals by joining the Security Operations Centre (SOC) bootcamp run by Cyber Career Fair (CCF). Paired with an incredible team, we built an isolated three-node IT lab environment, generated controlled activity, analyzed resulting evidence, and carried out security monitoring. To keep our environment safe and isolated, we configured each machine's network adapter to host-only mode. Here is a breakdown of our project: 1. We deployed Windows VM (as our endpoint), Kali-Linux VM (as our controlled security testing node), and an Ubuntu server (as our administrative server) and we verified connectivity using ping. 2. We monitored running services, expected logins, and active processes on the Windows VM to determine what a normal baseline looks like. 3. We put the Principle of Least Privileged and Role Based Access Control(RBAC) into action on our Ubuntu server. We created users, group, tested group memberships, assigned strict directory permissions, and deliberately performed normal logins and controlled failed logins. We analyzed the evidence of our activities on the both VMs based on the logs. 4. We also used Wireshark to capture baseline network traffic like ICMP, DNS, SSH, and HTTP, while identifying the source or destination IP. 5. Using Kali-Linux VM, we ran a controlled Nmap port scan and simulated SSH password brute-force attack against our Ubuntu users account to capture the attack evidence. 6. We compared our baseline during normal system operation against the traffic captured after the simulated attack. This project made me realize that, unusual activity does not automatically mean a malicious attack and evidences does not prove a successful compromise. As an analysts, true detection requires correlating timestamps, source addresses, and connection outcomes. #Cybersecurity #SOCAnalyst #HandsonSOCproject
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